{"id":"W4280620248","doi":"10.1038/s41467-022-30348-x","title":"Sensory adaptation mediates efficient and unambiguous encoding of natural stimuli by vestibular thalamocortical pathways","year":2022,"lang":"en","type":"article","venue":"Nature Communications","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research; National Institutes of Health; Government of Canada; U.S. Department of Health and Human Services","keywords":"Ambiguity; Vestibular system; Sensory system; Neuroscience; Computer science; ENCODE; Encoding (memory); Adaptation (eye); Coding (social sciences); Sensory stimulation therapy; Psychology; Biology; Gene; Mathematics; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001468404,0.0001494454,0.0001224238,0.0000813322,0.00009466425,0.0005558366,0.0002094521,0.0001540461,0.0004822162],"category_scores_gemma":[0.0006952347,0.00009757694,0.0001341645,0.00006742545,0.0003573133,0.0004624354,0.0004771888,0.0002491831,0.00005268789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002213014,"about_ca_system_score_gemma":0.0002418142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004787201,"about_ca_topic_score_gemma":0.000714335,"domain_scores_codex":[0.9999207,0.00001470582,0.000005508964,0.00001610639,0.00002328567,0.00001971687],"domain_scores_gemma":[0.9998896,0.00003468772,0.00002712454,0.00001346257,0.00001536287,0.00001970766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001101247,0.00001545432,0.002139331,0.00004251291,0.00001622096,0.00008994681,0.00008663987,0.005053744,0.9772281,0.004537296,0.00005380521,0.01062687],"study_design_scores_gemma":[0.00009573474,0.0003800247,0.1448877,0.00004343649,0.00006112287,0.0005508421,0.0003707938,0.3124279,0.504418,0.03422451,0.002452716,0.00008731732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610745,0.0002164935,0.03681611,0.00008352706,0.00001826011,0.00001061772,0.0000432825,0.00005836441,0.001678888],"genre_scores_gemma":[0.9973783,0.00004620042,0.002445955,0.00001044005,0.00000197255,0.000003625183,0.000009983122,0.000005480701,0.00009798011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005558366,"threshold_uncertainty_score":0.00161314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07593210806300303,"score_gpt":0.3324725302731281,"score_spread":0.256540422210125,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}